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A data-driven approach to measure restaurant performance combining online revie...

Fernandes, Elisabeth; Moro, Sérgio; Cortez, Paulo; Baptista, Fernando; Ribeiro, Ricardo

Restaurant management requires customer responsiveness to deal with increasingly higher expectations and market competitiveness. This study proposes an approach to simplify the decision-making process of restaurant managers by combining both live social media customer feedback and historical sales data in a sales forecast model (based on TripAdvisor data and the Bass model). Our approach was validated with inte...


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